Data Mining Hackathon on Big Data

This is the kickoff for a Big Data competition that will end in October, 2012. Winner will be announced at the Big Data unConference on October 13.

(COMPETITION CLOSES:Saturday, 10/6/2012, 6pm PST )
====================
COMPETITION: Which person or team can develop the best prediction of the product on the Best Buy mobile web site a visitor would be most interested in? This competition will be set up using the www.Kaggle.com web site, making data science a sport.

CHALLENGE CHARACTERISTICS:

Two years of mobile behavior, 67 million clicks, 27 million searches, 8 million users, 1 million products

You can enter one or both competitions:

Cloud computing sized problem
PC sized problem (a sample of the cloud sized problem)
ANALYSIS APPROACHES:

You may find useful material in the chapter 16 of the

2012 book “Scaling Up Machine Learning” or

GraphLab SVD, Vowpal Wabbit, Mahout, MADlib

http://en.wikipedia.org/wiki/Collaborative_filtering#Model-based

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  • Tricia H.

    Links to the visualization contest winners:

    VISUALIZATION CONTEST

    What and Where - Ashish Bansal
    link to: https://www.kaggle.com/c/acm-sf-chapter-hackathon-big/prospector#174


    BestBuy Query Cloud - Anand Prasanna
    link to: http://www.tagxedo.com/art/a499bb9a41e24209

    October 24, 2012

  • Tricia H.

    The presentations have been uploaded to the meet-up. Use the more pull down tab which is located at the top of this page. Choose the file option to see the presentations.

    October 24, 2012

  • Tricia H.

    Announcing the winners! Congratulations!!!!

    KaggleUserID: Actual Name - (Country) Contest place

    BIG Data

    LR: Guocong Song - (San Jose ) 1st place

    RapStar: Kingsfield Huang - (Nanjing, China) 2nd place team

    Dragon: Yan Gu - (China) 2nd place team

    phoneix: Kevin Gu - (Shanghai, China) 3rd place

    SMALL DATA

    Green Avenger: David Thomas - (Dayton, Ohio) 1st place

    vadaniloff: Vladmir Danilov - (St. Petersburg, Russia) 2nd place

    CF1: Yasser Tabandeh - (Iran) 3rd place

    VISUALIZATION CONTEST

    What and Where - Ashish Bansal
    BestBuy Query Cloud - Anand Prasanna

    October 24, 2012

  • Tricia H.

    Here are the Microsoft Azure Slides!
    http://acmhackathon.blob.core.windows.net/data/Hadoop ACM Presentation.pptx

    August 20, 2012

  • Cliff Y.

    What a great event! Great to meet all of you!

    August 20, 2012

  • A former member
    A former member

    Great job by all volunteers, and special thanks to Cloud Center for hosting!

    August 19, 2012

  • Bill

    Wow! What a terrific success! Great speakers, lots of really interested people in attendance. The Cloud Center was a really good venue, with personal attention given by their leaders (Dave Nielsen and Scott Strobele). The best thing of all was the terrific opportunity for the attendees to hear from very knowledgeable people and be given an amazing environment with real life, big data, to practice on. Congratulations to the ACM council and volunteers: Tricia Hoffman, Greg Makowski, Vera Klimkovsky, Xavier Palathingal, Greg Weinstein, Steve Lazarus, Liz Fraley, Bill Bruns, and all the rest! Thanks to Red Rock in MV for coffee; Microsoft for great box lunches from Panera Bread; Best Buy for supplying 2 years of real life data; all our speakers - on and on! Another great success by the SF Bay ACM ! Hope to see you all at our 5th yearly Data Mining conference in October (see http://www.sfbayacm.org/DMcamp2012)

    August 19, 2012

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